Skip to content

Author

Cheng-Hua Liu

We have 7 of 10 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Preprint Sep 2026

Exact Hill Shares Are Simultaneous Guarantees

Fair division of indivisible bads seeks allocations that guarantee every agent a bundle whose cost is no larger than a meaningful fairness benchmark. The canonical minimax share has widely been used; unfortunately, it is not a simultaneous guarantee. Hill (Ann. Probab., 1987) initiated a complementary approach in which...

Bo Li, Han-Yu Li, Cheng-Hua Liu · 0 citations
Preprint Aug 2026

Bounded Relative Boundary Implies Narrow DNF Approximation

Friedgut conjectured that an increasing family in the $p$-biased discrete cube with bounded relative boundary can be approximated arbitrarily well by one whose minimal elements have bounded size, with a bound independent of the dimension and the bias (J. Amer. Math. Soc. 12 (1999)). We prove this conjecture by showing...

Cheng-Hua Liu, Bo-Ning Meng · 0 citations
Preprint Aug 2026

Quantum Speedups for Log-Concave Sampling from Local Structure

If each coordinate appears in only a small number of clauses, there is a quantum algorithm for strongly log-concave sampling using local queries using $\widetilde{O}(\sqrt{\kappa}d)$ local queries, where $\kappa$ is the condition number.

Cheng-Hua Liu, Qi-Sheng Wang, Zheng-Feng Ji · 0 citations
Preprint Aug 2026

From Block Orthogonality to Decidability in Complex-Weighted Counting CSP

It is proved that Block Orthogonality alone forces both Type Partition and the existence of a single Mal'tsev operation preserving all generated support and row-equivalence relations, and the three-condition characterization collapses to Block Orthogonality.

Cheng-Hua Liu, Bo-Ning Meng · 0 citations
Preprint Sep 2026

Hidden Circuits and Exact Counting in Ordered Graphs

We prove that counting perfect matchings is $\#P$-complete under polynomial-time Turing reductions on each of three classes of simple, unweighted graphs: monotone graphs, unit interval graphs, and chordal permutation graphs. The monotone result settles the exact-counting complexity left open by Dyer, Jerrum, and M\"ull...

Cheng-Hua Liu, Bo-Ning Meng · 0 citations
Preprint Jul 2026

Rank-Independent Spectral Hypergraph Sparsification via Global-Dictionary Chaining

The rank-independent theorem sharpens many later guarantees that inherit their sampling bounds by strengthening the independent STOC 2023 works of Lee and Jambulapati--Liu--Sidford by removing their rank dependence and answering Lee's open question on whether this loss is inherent.

Chenghua Liu, Yuxin Zhang · 0 citations
Preprint Jul 2026

A Correlation-Gap Bound for Nonlinear Gaussian PCA

A dimension-free version of the retained-energy form of the Mallat--Zeitouni conjecture is established, showing that the KL basis is within this factor of the optimal basis, and shows that the possible advantage of optimizing over all orthonormal bases vanishes as $d$ grows.

Minbo Gao, Zheng-Feng Ji, Cheng-Hua Liu · 0 citations

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.